I am having the same problem. If I go to bed intending to dream about a certain thing, I usually do and I recall small bits, I am lucid too but it is very weak and I have very little control.
I guess hopefully with practice and more practice the dreams will get stronger and richer. Ill be curious to see what others suggest.